Real ChatGPT answer · index seedA0kj6QVFiFscompleteInsurance · business insuranceinformational

How do commercial auto policies from providers like Progressive differ from standard personal auto coverage when hauling tools for business?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do commercial auto policies from providers like Progressive differ from standard personal auto coverage when hauling tools for business?
2 real searches · 1 real-search pass
Progressive commercial auto insurance business use personal auto tools equipment coverage officialGoogle ↗
OBSERVEDOther / navigational
business use personal auto insurance commercial auto tools equipment inland marine coverage insurer officialGoogle ↗
OBSERVEDOther / navigational

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Progressive commercial auto insurance business use personal auto tools equipment coverage official Google ↗
business use personal auto insurance commercial auto tools equipment inland marine coverage insurer official Google ↗
  1. Tools and Equipment Insurance · progressivecommercial.com
  2. Inland Marine Insurance · progressivecommercial.com
  3. Commercial vs. Personal Auto Insurance · progressivecommercial.com
  4. Small Business Insurance · content.naic.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Progressive commercial auto insurance business use personal auto tools equipment coverage official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
business use personal auto insurance commercial auto tools equipment inland marine coverage insurer official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1